Journal of the Brazilian Computer Society

Table 2 Classification results (in terms of probability) obtained for each artificial data set when λ =0 . 2 and λ =0 . 6

From: Network-based data classification: combining K-associated optimal graphs and high-level prediction

Data set	Class	Classification result
		λ= 0 . 2	λ= 0 . 6
Triangle data set	gray	0.439	0.516
	black	0.561	0.483
Line I data set	gray	0.481	0.586
	black	0.519	0.414
Line II data set	gray ₁	0.000	0.000
	gray ₂	0.200	0.600
	black ₁	0.400	0.200
	black ₂	0.400	0.200
Multi-class data set	black	0.800	0.400
	gray	0.000	0.000
	green	0.200	0.600

Italic values denote the final classification result.

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